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Jose Manuel Velasco
Jose Manuel Velasco
Dirección de correo verificada de ucm.es
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Combining data augmentation, EDAs and grammatical evolution for blood glucose forecasting
JM Velasco, O Garnica, J Lanchares, M Botella, JI Hidalgo
Memetic Computing 10, 267-277, 2018
252018
Glucose forecasting combining markov chain based enrichment of data, random grammatical evolution and bagging
JI Hidalgo, M Botella, JM Velasco, O Garnica, C Cervigón, R Martínez, ...
Applied Soft Computing 88, 105923, 2020
232020
Data augmentation and evolutionary algorithms to improve the prediction of blood glucose levels in scarcity of training data
JM Velasco, O Garnica, S Contador, J Lanchares, E Maqueda, M Botella, ...
2017 IEEE Congress on Evolutionary Computation (CEC), 2193-2200, 2017
202017
Analysis of the performance of Genetic Programming on the Blood Glucose Level Prediction Challenge 2020.
D Joedicke, G Kronberger, JM Colmenar, SM Winkler, JM Velasco, ...
KDH@ ECAI 20, 141-145, 2020
152020
Enhancing grammatical evolution through data augmentation: application to blood glucose forecasting
JM Velasco, O Garnica, S Contador, JM Colmenar, E Maqueda, M Botella, ...
Applications of Evolutionary Computation: 20th European Conference …, 2017
142017
Adaptive tuning of reserved space in an appel collector
JM Velasco, K Olcoz, F Tirado
ECOOP 2004–Object-Oriented Programming: 18th European Conference, Oslo …, 2004
112004
Blood glucose prediction using multi-objective grammatical evolution: analysis of the “agnostic” and “what-if” scenarios
S Contador, JM Colmenar, O Garnica, JM Velasco, JI Hidalgo
Genetic Programming and Evolvable Machines, 1-32, 2022
102022
Identification of models for glucose blood values in diabetics by grammatical evolution
JI Hidalgo, JM Colmenar, JM Velasco, G Kronberger, SM Winkler, ...
Handbook of Grammatical Evolution, 367-393, 2018
102018
Expert system to model and forecast time series of epidemiological counts with applications to COVID-19
B González-Pérez, C Núñez, JL Sánchez, G Valverde, JM Velasco
Mathematics 9 (13), 1485, 2021
92021
A hybrid automated trading system based on multi-objective grammatical evolution
I Contreras, JI Hidalgo, L Nunez-Letamendia
Journal of Intelligent & Fuzzy Systems 32 (3), 2461-2475, 2017
82017
Glucose forecasting using genetic programming and latent glucose variability features
S Contador, JM Velasco, O Garnica, JI Hidalgo
Applied Soft Computing 110, 107609, 2021
72021
Can clustering improve glucose forecasting with genetic programming models?
S Contador, JI Hidalgo, O Garnica, JM Velasco, J Lanchares
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019
72019
An analysis of solutions based on Genetic Programming to solve problems of symbolic regression of data from continuous glucose monitoring
JI Hidalgo, JM Velasco, J Lanchares, S Contador, O Garnica
XVIII Conferencia AEPIA, 764-771, 2018
72018
Forecasting glucose levels in patients with diabetes mellitus using semantic grammatical evolution and symbolic aggregate approximation
JM Velasco, O Garnica, S Contador, M Botella, J Lanchares, JI Hidalgo
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017
72017
Profiled glucose forecasting using genetic programming and clustering
S Contador, JM Velasco, O Garnica, JI Hidalgo
Proceedings of the 35th Annual ACM Symposium on Applied Computing, 529-536, 2020
62020
Compilable phenotypes: speeding-up the evaluation of glucose models in grammatical evolution
JM Colmenar, JI Hidalgo, J Lanchares, O Garnica, JL Risco, I Contreras, ...
Applications of Evolutionary Computation: 19th European Conference …, 2016
62016
Memory power optimization of java-based embedded systems exploiting garbage collection information
JM Velasco, D Atienza, K Olcoz
Journal of Systems Architecture 58 (2), 61-72, 2012
52012
Energy characterization of garbage collectors for dynamic applications on embedded systems
JM Velasco, D Atienza, K Olcoz, F Catthoor, F Tirado, JM Mendias
International Workshop on Power and Timing Modeling, Optimization and …, 2005
52005
Dynamic management of nursery space organization in generational collection
JM Velasco, A Ortiz, K Olcoz, F Tirado
Eighth Workshop on Interaction between Compilers and Computer Architectures …, 2004
52004
Evaluating the influence of sleep quality and quantity on glycemic control in adults with type 1 diabetes
M Botella-Serrano, JM Velasco, A Sánchez-Sánchez, O Garnica, ...
Frontiers in endocrinology 14, 998881, 2023
42023
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